Title :
Preliminary Research of a Medical Sensor Design by Evolution
Author :
Song, Xuekun ; Yang, Zhansheng ; Zhao, Jinchuang
Author_Institution :
Inst. of Inf. Technol., HeNan Univ. of TCM, Zhengzhou
Abstract :
Combining computer technology with traditional Chinese medical treatment mechanisms, the paper deals with a new approach to the design of medical sensor, designs the main circuit of an EMG sensor by evolution. A framework of evolvable sensor is proposed based on the combining of the characteristics of conventional sensor and evolvable hardware. Integrated with the hierarchical coding characteristic of GA and analog/digital circuit, hierarchical structures evolve method which suits the evolvement of analog sensor circuit is proposed. In the present case study low pass filter circuits are evolved successfully in the usage of an improved elitist preserving and adaptive GA through off-line evolution, whatpsilas more, simulated by OrCAD/Pspice. The preliminary experiments and results attempt the meaningful explore to the entire design of the evolvable sensor and the transform from EHW theory based on analog circuit to practical application.
Keywords :
analogue circuits; electromyography; low-pass filters; sensors; Chinese medical treatment mechanisms; EMG sensor; analog sensor circuit; analog-digital circuit; computer technology; evolvable hardware; hierarchical coding characteristic; low pass filter circuits; medical sensor design; Analog circuits; Circuit simulation; Digital circuits; Electromyography; Hardware; Integrated circuit technology; Low pass filters; Medical treatment; Paper technology; Sensor phenomena and characterization; evolvable hardware; evolvable sensor; genetic algorithm; medical sensor;
Conference_Titel :
Future Information Technology and Management Engineering, 2008. FITME '08. International Seminar on
Conference_Location :
Leicestershire, United Kingdom
Print_ISBN :
978-0-7695-3480-0
DOI :
10.1109/FITME.2008.147